Discover Awesome MCP Servers

Xueqiu MCP

雪球（中国の株式市場）APIに基づいたMCPサービスで、ユーザーがClaudeや他のAIアシスタントを通じて直接株価データを照会できるようにするものです。

Claude Data Buddy

Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.

Cloud IoT API MCP Server

A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.

TxtAI MCP Server

txtaiは、セマンティック検索、LLMオーケストレーション、言語モデルワークフローのためのオールインワンの埋め込みデータベースです。すべての機能はAPI経由で提供でき、APIはMCPをサポートしています。 ドキュメント: https://neuml.github.io/txtai/api/mcp/

BOJ MCP Server

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.

MCP Document Server

ドキュメント検索のためのモデルコンテキストプロトコルを実装するシンプルなサーバー

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

Knowledge Graph Memory Server

A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.

BooksAPI-MCP

A Model Context Protocol (MCP) server implementation built with Python and FastAPI for educational purposes. Demonstrates MCP server functionality through a books API interface.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser through DevTools for automated testing, performance analysis, debugging, and web scraping. Provides reliable browser automation using Puppeteer with comprehensive DevTools access.

MCP Starter for Puch AI

A starter template for creating MCP servers that work with Puch AI, featuring ready-to-use tools for job searching and image processing. Includes examples for Bearer token authentication, OAuth integration with Google and GitHub, and demonstrates user-scoped data management.

MIRO Whiteboard Connector

MIROホワイトボードアプリケーションに接続するためのモデルコンテキストプロトコルサーバーです。ボードの操作、付箋の作成、一括操作などが可能です。

MCP Multi-Agent Orchestration Server

Orchestrates multiple AI agents to process complex queries by intelligently splitting tasks, executing them in parallel, and synthesizing results using local Ollama LLM inference.

Kubernetes MCP Server

A Model Control Protocol server that extends AI assistants with Kubernetes operations capabilities, allowing for managing deployments, pods, services and other K8s resources.

Dropbox Integration Server

Model Context Protocolを通じてDropboxとのインタラクションを可能にし、セキュアなランタイム認証によるファイル管理、アップロード、ダウンロード、削除、およびトークン更新のためのツールを提供します。

Mcp Assignment

MCPサーバーをテストしてください。

Satori Syntax MCP Server

Enables generation of Satori syntax templates for creating engaging 140-character X (Twitter) posts. Supports five different structure types including basic forms, contrarian takes, news-based content, shocking news, and step-by-step guides.

Exa MCP Server

ClaudeのようなAIアシスタントが、Exa AI Search APIを使ってウェブ検索を実行できるようにするサーバー。安全かつ制御された方法でリアルタイムなウェブ情報を提供します。

Playwright MCP Server

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.

File Operation MCP Server

Enables comprehensive file and document operations including image compression, archive creation/extraction, file copying/moving, PDF merging/splitting/conversion, SQLite database queries, and advanced text processing.

Log MCP Server

Enables AI assistants to automatically inspect and analyze application runtime log files for debugging and troubleshooting. Supports monitoring multiple log directories simultaneously with tools for listing, reading, searching, and paginating through log files.

Postman MCP Generator

Automatically converts Postman API collections into MCP-compatible tools for AI assistants. Enables users to interact with any API through natural language by generating JavaScript tools from Postman requests.

Angular MCP Server

Provides comprehensive access to Angular documentation with 84 topics across 15 categories, enabling AI assistants to search and retrieve Angular-related information, code examples, and best practices with intelligent relevance scoring.

COTI MCP Server

Enables AI applications to interact with the COTI blockchain for private token operations, including deployment and management of private ERC20 tokens and ERC721 NFTs using COTI's Multi-Party Computation (MPC) technology.

Entscheidsuche MCP Server

Provides access to Swiss court decisions through the entscheidsuche.ch API, enabling search, retrieval, and analysis of legal documents across different cantons and courts using natural language queries.

mcp-test-server

A lightweight MCP test server for verifying client connectivity, providing tools, resources, and prompts for integration.

Real Estate Investment MCP Server

An MCP server that connects to a SQLite database of Zillow real estate data, enabling users to explore property values, rent indexes, and forecasts through a chat interface to make informed investment decisions.